Most research tells you what it found. Ours also shows you what it killed.
Deeplytica is a research house built on agentic deep research — stacked skills, parallel agent fleets, and adversarial verification. Not a summary of the first page of search results, and not a junior analyst's week compressed into a slide.
For every engagement we compose the skills the question needs — interview analysis, competitive benchmarking, ERP and data mapping, market sizing, people-finding — and field them as dozens of specialist agents, each owning a single dimension of your question and held to a mechanism-level standard: second-order effects traced, arithmetic done on every number.
Then the uncomfortable part. Every claim is handed to agents whose only job is to refute it. Claims that fail are struck through and left in the report, so you can see exactly how hard your answers were tested.
What we can research.
If it can be interviewed, fetched, or exported, it can be researched. These are the questions we are built for — each one runs through the same verification pipeline.
Company direction & offering
What your company is actually becoming, what it sells versus what the market hears — read from inside through structured interviews.
Department interviews
One recorded session per department head. Processes, tools, data, pains — the company heard from the people who run it.
ERP & data mapping
Your systems and exports mapped against your direction — where the data contradicts the strategy, we say so.
Markets & expansion
Sizing, segments, entry timing, regulation — with the arithmetic shown and assumptions labelled, never smuggled in.
Competitive landscapes
Competitors benchmarked category by category, every claim tied to a fetched source with a URL.
Retail, product & people
Product and pricing data, retail sales, target lists, attendee briefings — verified row by row, flagged where a source is still owed.
Stacked skills, composed per question.
A skill is a tested research procedure — how to read an interview, how to benchmark a competitor, how to map an ERP. We hold a library of over 700 of them.
No two questions need the same research, so no two engagements run the same stack. For each engagement we compose the skills the question needs and stack them into one pipeline — each skill feeding the next, each step run by agents that own exactly one job.
Because the skills are stacked rather than improvised, the work is repeatable: the same discipline that read one company's interviews reads yours, and every finding is compared against the library's accumulated methods and benchmarks. It looks like a small difference. It isn't.
What we draw on.
The deep-research engine indexes far more than a browser tab. Every source below ends up in the same place: a claim on the ledger, cited and timestamped.
The open web
Fetched pages, not search snippets — cited with URLs and timestamps, and re-checked when a claim depends on them.
Your interviews
Recorded, transcribed sessions with the founder and department heads — the source no outside analyst has.
Your systems
ERP exports, price lists, contracts, sales summaries — indexed directly, so findings trace to your rows.
Registries & filings
Company registers, financial filings, tenders, patents — the public record most research never opens.
Market & competitor signals
Competitor sites, pricing pages, job postings, reviews — the traces companies leave without meaning to.
The skills library
Accumulated methods and benchmarks from 700+ skills — every new finding is compared against what the library already knows.
Six habits most research houses don't have.
None of these are features. They are the discipline that decides whether a sentence is allowed into the report.
Adversarial verification
Every claim meets agents whose only job is to refute it. What can't hold two independent sources doesn't hold a place in the report.
Refuted claims stay visible
Killed claims are struck through and left in the report — so you can see how hard your answers were tested.
Evidence labels on every sentence
VERIFIED is cited. INFERENCE shows its assumptions. RECOMMENDATION is marked as judgement. UNVERIFIED says so — never guessed.
Arithmetic on every number
No number enters the report without its calculation shown. If we sized it, you can re-derive it.
Guardrails and a journal
Agents work inside written mandates — no invented numbers, no steps outside the evidence — and every pass is journaled, including refusals.
A dated first step
Every insight resolves to a concrete step your team can take on a definite date, with the impact sized and the assumptions named.
The company, heard from inside.
Our sharpest instrument isn't a database. It's a structured, recorded interview — one per department head, plus the owner.
Most research about a company is written from outside it. Ours starts inside: one structured session with each department head — sales, operations, finance, and the rest — covering the processes they run, the tools they live in, where their data sits, the reports they wish existed, and the three tasks that eat their week.
Read together, and read against your ERP and your data, those interviews do something no market report can: they show the company's real direction — where the departments are already pulling, where the strategy and the data disagree, and the blind spots the business cannot see from inside.
What one session surfaces
- The processes as they are actually run — not as documented.
- The tools and data sources behind each department.
- The reports each head wishes existed.
- Where the department's numbers and the company's direction disagree.
The pipeline every engagement runs through.
Whatever the stack of skills, it runs through the same five beats — and none of them can be skipped.
Frame
Your question becomes a set of researchable dimensions — market, money, people, mechanics — each sharp enough to be owned by one agent.
Fan out
Fleets of research agents work the dimensions in parallel across web sources, interviews, and your own data. Each owns one dimension. None sees the others' conclusions.
Cross-examine
A second wave of agents attacks the findings. Claims are actively refuted, not politely double-checked. What can't hold two independent sources doesn't hold a place in the report.
Label
Every surviving fact is cited and timestamped. Judgement is marked RECOMMENDATION, extrapolation is marked INFERENCE, and what we couldn't verify says UNVERIFIED — never guessed.
Land
Every insight ends in a first concrete step your team can take on a definite date — with the impact sized and the assumptions named.
The full method, including the pre-mortem and the CFO pass →
Four ways in.
One method underneath — what changes is what we point it at. Each service is its own engagement, with its own page.
Company Deep Research
We interview your owner and every department head on record, build your company map, read your ERP and data against what each department actually does, and return a full report on your company's direction, its offering, its blind spots — and the things you cannot see from inside.
What a company engagement looks like → S-02Market & Expansion Research
New product expansion, market entry, competitive landscapes. Every competitor claim tied to fetched sources; every market number sized with its arithmetic shown.
Details → S-03Retail & Product Intelligence
Retail product sales, product data availability, pricing and assortment — read across your own numbers and the market's, by agents that do arithmetic on every line.
Details → S-04Target & Contact Intelligence
Verified target lists, event and attendee briefings, one-page value cards per contact — researched in parallel, flagged where verification is still owed.
Details →Ten free minutes to test the question. Then The Deeplytica 30.
- The 10-minute discovery — free. You bring the question that keeps moving; we tell you whether it's researchable and what we would point at it.
- The Deeplytica 30 — a paid working session with the founder or the CEO, in three blocks of ten minutes. Its output is your company map: departments, tools, data sources, pains, and the one metric you steer by.
- You leave knowing the dimensions we would research and the first claims we would try to refute — before anything more moves.
One body of research. Five ways to use it.
The research is one verified body of findings. You choose the forms it takes — most clients take all five.
The report
The full written analysis — executive summary, blind spots, ranked opportunities, pre-mortem, phased roadmap. Every claim marked and cited.
The deck
The same findings as a branded presentation your board can sit through.
The dataset
Filterable spreadsheets — target lists, competitor tables, market data — with verification flags on every row.
The value cards
One page per contact or account: who they are, what they need, your opening line.
The microsite
When the research should be seen, not filed — we deploy it as a private website on its own domain.