Companies · Software / Tech
San Francisco · CA, USA · Software / Tech · founded 2026 · https://www.argalabs.com/
Diligence memoA one-page analyst read on Arga Labs — recommendation, valuation, rhythm, risks.→Arga Labs: limited disclosed financing to assess.
Synthesized from the figures below est. — every claim rests on a number shown on this page.
Arga Labs is one of 3920 Software / Tech companies tracked from San Francisco, CA, USA, on record since 2026. By capital raised it ranks in the long tail (ahead of 2% of sector peers), and in the long tail by modeled valuation est..
Ranking is computed against this company's own sector cohort — reported capital is fact; valuation tiers are modeled.
AI analyst read est. — model-extracted from this company's public description, not a verified fact. 30%
operates a technology-led product inferred from public copy
Grounded in: “You are a venture analyst”
Real-world sandboxes to test agents and agent-facing software
We build environments to test your app and agents against the real world. Deploy your code/agent into a sandbox that runs against replicas of external services (Stripe, Slack, Google Drive, etc.). Twins support the same APIs, MCP tool calls & SDKs as the real software, and you can spin up thousands of instances in parallel and seed them using natural language. Run real workflows, surface edge cases, and observe how your code/agents actually behave before hitting production.
As reported in public records reported — not modeled.
Solid bars are reported offering amounts reported; hatched bars are the modeled post-money valuation est. — both on one shared scale so you can read raise-vs-worth at each round directly. Use the toggles to overlay data labels and the niche-peer / market average value lines.
No round amounts on record to chart.
No staged rounds to sequence.
Round size and date are reported; the stage label is inferred from round size. Valuation is modeled from stage benchmarks. Directional, not a quoted figure.
Not enough modeled valuation points to chart a trajectory.
Benchmarked against 3920 companies in Software / Tech. Each bar is a median (the middle company, not an average — outliers don't skew it). Two yardsticks: real money raised (reported on Form D) and modeled value (our estimate est.). These are whole-sector medians across all stages, except the per-stage row.
Raised more than 2% of sector peers (real $). Modeled value above 2% of peers (estimate).
Stage is inferred from round size est., not reported on the filing — a round's dollar size maps to a bucket: Pre-Seed <$1.0M · Seed $1.0M–$4.0M · Series A $4.0M–$15M · Series B $15M–$40M · Series C $40M–$100M · Series D+ $100M–$400M · Growth/Late >$400M.
| Stage | Amount · real | Announced | Post-money · est | Value · est | Conf. |
|---|---|---|---|---|---|
| No rounds recorded. | |||||
Predictive signals are modeled est. from this company's own cadence and step-up, plus sector benchmarks — directional, not advice. Peer set and a CSV export live in your analyst workspace.
Arga Labs is an official record sourced from the U.S. Securities and Exchange Commission (SEC). U.S. data is aggregated from SEC Form D filings.
Nearest neighbours across the whole database — matched on sector, stage and capital scale, and on shared operators (officers or directors named at both companies in public filings). A discovery shortlist, not a valuation cohort — verify before acting, the same way modeled figures are directional.
| Company | Sector | Stage | Raised · real | Value · est | Why similar |
|---|---|---|---|---|---|
| 1PRCT Labs Inc. | Software / Tech | Pre-Seed | $565K | $1.3M | same sector |
| 3C TECHNOLOGY HOLDING AS | Software / Tech | — | — | — | same sector |
| 3rd-i Technology, Inc. | Software / Tech | Pre-Seed | $830K | $2.7M | same sector |
| Activist Technologies PBC | Software / Tech | Pre-Seed | $200K | $700K | same sector |
| ADAR Technologies, Inc. | Software / Tech | Pre-Seed | $100K | $223K | same sector |
| ADCA Technology Holdings Ltd | Software / Tech | Pre-Seed | $100K | $1.2M | same sector |
| Aerotrax Technologies LLC | Software / Tech | Pre-Seed | $100K | $2.5M | same sector |
| Aesir Technologies, Inc. | Software / Tech | Series A | $8.9M | $1000K | same sector |
Matched by meaning, not labels — a local language model reads each company's name, sector and description and ranks the closest in that learned space. This catches look-alikes that cross sector boundaries; the structured list above explains its matches, this one trusts the text. Directional, like every modeled signal here.
| Company | Sector | Stage | Value · est | Match |
|---|---|---|---|---|
| Amika Infra to build your own software factory | AI / ML | — | — | 78% |
| Replicas Run any coding agent harness in the cloud | — | — | — | 75% |
| Tasklet Agents that own the work | AI / ML | — | — | 75% |
| BentoLabs AI Monitoring and learning layer for long-running agents | AI / ML | — | — | 75% |
| Playgent Sandboxes for AI agents | AI / ML | — | — | 74% |
| Conductor Run a team of coding agents on your Mac | — | — | — | 74% |
| Taskade One prompt. One app. One living workspace for teams. | SaaS / Software | — | — | 74% |
| Shaga Labs, Inc. | Software / Tech | Seed | $17.3M | 74% |
See where Arga Labs sits in the wider market — its sector, location and stage cohorts, each with their own leaderboards and capital-flow timelines.
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