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Endeavor for professional services

Endeavor is built for the leveraged professional — one domain expert supervising several specialised agents, so expertise scales without matching headcount to demand.

Your capacity is your senior people's attention

In a services business the constraint is how many hours your most experienced people can give. Much of what consumes those hours is not judgement — it is reading, synthesising, and formatting so that judgement can happen.

Automating that layer does not commoditise the expertise. It is what lets the expertise reach more engagements.

Where it fits

Proposal and RFP work

Summarise requirements, map them to capability, and produce a consistent first draft an expert edits rather than writes.

Research and synthesis

Digest large volumes of source material into structured findings with the citations intact.

Benchmark and comparison analysis

Run consistent comparative analysis across options - the pattern behind our hardware and chipset benchmarking work.

Consistency is the real product

  • Task definitions encode the firm's method, not one consultant's habits.
  • Test cases mean quality is measured the same way on every engagement.
  • Instruction versioning makes an earlier deliverable reproducible.
  • Client data stays in your environment, with per-engagement scoping.
  • Cost per deliverable becomes visible rather than absorbed.

Frequently asked questions

What does Endeavor change for a services firm?

It targets the leveraged professional: one domain expert orchestrating several specialised agents, so expertise scales without proportional headcount.

What work is a good first candidate?

RFP and requirement summarisation, research synthesis, benchmark and comparison analysis, and first-pass drafting that an expert then edits.

Has this been done in practice?

Yes. One engagement involved comprehensive benchmark analysis of hardware and chipsets, supporting a confident product development process and optimised NPU performance.

How do we keep quality consistent across a team?

Task definitions, test cases, and scoring are shared, so the standard lives in the platform rather than in whichever consultant did the work last time.